Building a Real Agent, Step-by-Step
Builds a real agent loop with MCP support from scratch, skipping all frameworks.
Python ASGI Framework
Counter AI code dependency by building framework internals yourself — timely motivation.
Python developers wanting to understand framework internals
FastAPI documentation · Starlette tutorials · Build Your Own X
A strong motivation for doing this is because - I have been using AI to write code lately. I prompt, I get code, it works. But somewhere along the way I see engineers stop caring about what is actually happening.
So, this is an attempt to enable the community to think beyond prompts and build deeper mental models of things we use in our day to day lives. I am not sure about the usefulness of this but I believe there are good lessons to be learnt doing this.
The series works more as a follow along where each lesson builds on the previous one. By the end, you will have built something similar to Starlette - and actually understand how it works.
- https://github.com/grandimam/papuli/blob/main/docs/01-founda...
- https://github.com/grandimam/papuli/blob/main/docs/02-hellow...
Builds a real agent loop with MCP support from scratch, skipping all frameworks.
Blog posts about building LLM agents, not a tool or framework.
55 GPU lessons from hello-window to SSAO, each a standalone C program with Claude Code skills baked in.
Eighteen-step tutorial refactoring a chat script into event-driven multi-agent architecture.
Broken 404 link—project doesn't exist or URL is dead.
Clean screenshot walkthroughs but Snagit and CleanShot already dominate this space.